Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
Martin Wagner,Beat-Peter Mueller-Stich,Anna Kisilenko, Duc Tran,Patrick Heger,Lars Muendermann,David M. Lubotsky,Benjamin Mueller,Tornike Davitashvili,Manuela Capek,Annika Reinke,Carissa Reid,Tong Yu,Armine Vardazaryan,Chinedu Innocent Nwoye,Nicolas Padoy,Xinyang Liu,Eung-Joo Lee, Constantin Disch,Hans Meine,Tong Xia,Fucang Jia,Satoshi Kondo,Wolfgang Reiter,Yueming Jin,Yonghao Long,Meirui Jiang,Qi Dou,Pheng Ann Heng,Isabell Twick,Kadir Kirtac,Enes Hosgor, Jon Lindstro Bolmgren,Michael Stenzel, Bjorn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun,Di Xie,Mengqi Guo,Daochang Liu,Hannes G. Kenngott,Felix Nickel,Moritz von Frankenberg,Franziska Mathis-Ullrich,Annette Kopp-Schneider,Lena Maier-Hein,Stefanie Speidel,Sebastian Bodenstedt MEDICAL IMAGE ANALYSIS（2023）
Key words
Surgical workflow analysis,Endoscopic vision,Surgical data science,Laparoscopic cholecystectomy
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